EDA for Twitch data-set

These data comes from the website : Twitchtracker

Let’s first load the dataset :

Twitch statistics
Date Avg_concur_viewers Avg_concur_channels Hours_watched Active_streamers Hours_streamed Viewers_per_streamer
2020-11-20 2490726 104264 1734.0 NA 72567744 23.9
2020-10-20 2385206 95074 1774.0 7844426 70719210 25.1
2020-09-20 2202200 91861 1586.0 7461252 66139920 24.0
2020-08-20 2178080 96309 1620.0 7709990 71653896 22.6
2020-07-20 2115411 95809 1574.0 7463817 71281896 22.1
2020-06-20 2262771 93932 1629.0 7158730 67631040 24.1
2020-05-20 2359765 100364 1756.0 7398081 74670816 23.5
2020-04-20 2488881 93750 1792.0 7213644 67500000 26.5
2020-03-20 1638049 66011 1219.0 5080031 49112184 24.8
2020-02-20 1410516 53816 982.0 3753539 37455936 26.2
2020-01-20 1357375 52821 1010.0 3935308 39298824 25.7
2019-12-20 1184935 45633 882.0 3353608 33950952 26.0
2019-11-20 1222247 45644 880.0 3198707 32863680 26.8
2019-10-20 1212368 45179 902.0 2973666 33613176 26.8
2019-09-20 1219579 46184 878.0 2942889 33252480 26.4
2019-08-20 1342856 48447 999.0 3188759 36044568 27.7
2019-07-20 1232595 48055 917.0 3355426 35752920 25.6
2019-06-20 1304579 47898 939.0 3396947 34486560 27.2
2019-05-20 1262560 48294 939.0 3933404 35930736 26.1
2019-04-20 1234112 51261 889.0 4184467 36907920 24.1
2019-03-20 1274016 54953 948.0 4389867 40885032 23.2
2019-02-20 1311897 56295 882.0 4205001 37830240 23.3
2019-01-20 1275970 55790 949.0 4537807 41507760 22.9
2018-12-20 1136970 48134 846.0 4122463 35811696 23.6
2018-11-20 1202989 45448 866.0 3743470 32722560 26.5
2018-10-20 1146076 43505 853.0 3646616 32367720 26.4
2018-09-20 1132031 44195 815.0 3670836 31820400 25.6
2018-08-20 1150362 44333 856.0 3712170 32983752 26.0
2018-07-20 1069217 41605 795.0 2957895 30954120 25.7
2018-06-20 1095605 39701 789.0 3153852 28584720 27.6
2018-05-20 1024179 38701 762.0 3062437 28793544 26.5
2018-04-20 1013037 39451 729.0 3315212 28404720 25.7
2018-03-20 969647 38946 721.0 3695563 28975824 24.9
2018-02-20 915860 35502 615.0 2890347 23857344 25.8
2018-01-20 967916 33546 720.0 2969173 24958224 28.8
2017-12-20 780276 28613 581.0 2460341 21288072 27.3
2017-11-20 800139 26766 576.0 2115552 19271520 29.9
2017-10-20 786615 25697 585.0 2048513 19118568 30.6
2017-09-20 732925 25014 528.0 1950271 18010080 29.3
2017-08-20 717126 24683 534.0 2142869 18364152 29.1
2017-07-20 761585 25775 567.0 2386623 19176600 29.6
2017-06-20 709453 23385 511.0 1921765 16837200 30.3
2017-05-20 681177 22334 507.0 1804282 16616496 30.5
2017-04-20 743599 22055 535.0 1804061 15879600 33.7
2017-03-20 693883 23070 516.0 1953138 17164080 30.1
2017-02-20 744912 24189 501.0 1894405 16255008 30.8
2017-01-20 811303 24140 604.0 1942933 17960160 33.6
2016-12-20 658856 22266 490.0 1850334 16565904 29.6
2016-11-20 624944 20715 450.0 NA 14914800 30.2
2016-10-20 609294 19222 453.0 NA 14301168 31.7
2016-09-20 534937 17848 385.0 NA 12850560 30.0
2016-08-20 513664 16574 382.0 NA 12331056 31.0
2016-07-20 599804 18007 446.0 NA 13397208 33.3
2016-06-20 620227 18795 447.0 NA 13532400 33.0
2016-05-20 604568 19369 450.0 NA 14410536 31.2
2016-04-20 525828 16786 379.0 NA 12085920 31.4
2016-03-20 658941 20238 490.0 NA 15057072 32.5
2016-02-20 634183 20390 441.0 NA 14191440 31.1
2016-01-20 645791 20045 480.0 NA 14913480 32.2
2015-12-20 546688 17519 407.0 1872032 13034136 31.2
2015-11-20 584254 17728 421.0 2113999 12764160 33.0
2015-10-20 589846 15621 439.0 1678050 11622024 37.8
2015-09-20 507415 16758 365.0 1793262 12065760 30.3
2015-08-20 600036 17570 446.0 1816317 13072080 34.1
2015-07-20 551280 16418 410.0 1677091 12214992 33.6
2015-06-20 519908 15329 374.0 1591172 11036880 33.9
2015-05-20 520005 15147 387.0 1599500 11269368 34.3
2015-04-20 503592 14578 363.0 1538170 10496160 34.6
2015-03-20 526885 14762 392.0 1567997 10982928 35.7
2015-02-20 516474 15414 347.0 1644386 10358208 33.5
2015-01-20 498183 14256 371.0 1533653 10606464 35.0
2014-12-20 396091 11512 295.0 NA 8564928 34.4
2014-11-20 392880 11206 283.0 NA 8068320 35.1
2014-10-20 380596 9974 242.0 NA 6335152 38.2
2014-09-20 383571 9752 276.0 NA 7021440 39.3
2014-08-20 392267 10006 291.0 NA 7434458 39.1
2014-07-20 364081 9183 271.0 NA 6832152 39.7
2014-06-20 353086 8317 254.0 NA 5988240 42.4
2014-05-20 330605 8209 246.0 NA 6107496 40.3
2014-04-20 311146 7783 224.0 NA 5603760 40.0
2014-03-20 310824 8104 186.0 NA 4855647 38.3
2014-02-20 302944 7166 204.0 NA 4815552 42.4
2014-01-20 290265 6901 216.0 NA 5128593 42.1
2013-12-20 252400 6573 188.0 NA 4890312 38.4
2013-11-20 260900 6038 188.0 NA 4347360 43.2
2013-10-20 213960 5501 159.0 NA 4092744 38.8
2013-09-20 215156 5224 155.0 NA 3761280 41.2
2013-08-20 225496 5515 168.0 NA 4103160 40.9
2013-07-20 214278 5111 159.0 NA 3802584 41.8
2013-06-20 219716 4603 105.0 NA 2189494 48.0
2013-05-20 195712 4550 136.0 NA 3161492 43.0
2013-04-20 191545 4432 138.0 NA 3191040 43.2
2013-03-20 187833 4224 140.0 NA 3142656 44.5
2013-02-20 165245 3512 111.0 NA 2360064 47.0
2013-01-20 147967 3016 110.0 NA 2243904 49.0
2012-12-20 120658 2457 89.8 NA 1828008 49.1
2012-11-20 109818 2206 79.1 NA 1588320 49.8
2012-10-20 99044 2047 73.7 NA 1522968 48.4
2012-09-20 77764 1985 55.9 NA 1426223 39.2 
#>                      missing  %
#> Active_streamers          40 40
#> Date                       0  0
#> Avg_concur_viewers         0  0
#> Avg_concur_channels        0  0
#> Hours_watched              0  0
#> Hours_streamed             0  0
#> Viewers_per_streamer       0  0

 

We can see that these data consist of 99 observations of 7 attributes.

Here is a description of each attribute :

Here the graph for each variable :

Average concurent viewers for each month :
Average concurent channels for each month:
Total number of hours watched per month :
Total number of active channels
Total number of hours streamed per month
Average number of viewers per streamer per month